Multi-signal analysis
Combine VRE, Sightengine, ExifTool, and C2PA evidence inside one report.
ImageVerity combines provenance, metadata, visual reasoning, and commercial detector scores so teams can make faster and more defensible image review decisions.
Run EXIF review, C2PA provenance checks, detector scoring, and visual reasoning in one workflow.
ImageVerity is designed to support operational decisions, not to claim absolute truth. High-risk or conflicting results should route to manual review.
That cautious framing is part of the product, not an afterthought.Why ImageVerity
Instead of relying on one black-box score, ImageVerity helps teams look at provenance, metadata, detector outputs, and visual clues together.
Combine VRE, Sightengine, ExifTool, and C2PA evidence inside one report.
Recognize signed AI provenance when a trustworthy C2PA chain already confirms an origin.
Use the result as a risk signal for moderation, newsroom, or commerce workflows instead of overclaiming certainty.
Use cases
From newsroom verification to seller onboarding and UGC moderation, the product is shaped around review queues and risk judgment.
Review suspicious visuals before publication and keep the reasoning visible to editors.
Spot AI product composites, provenance gaps, and suspicious image reuse patterns.
Add explainable image review signals into trust and safety workflows.
Latest writing
Practical guides on telling AI images from real ones, reading provenance records, and knowing when a detector score should not decide the case.
Start with what you can see, then move to metadata and provenance. No single score decides it.
ExplainerDeepfakes target a specific person. AI-generated images are broader. The distinction changes which checks matter.
LimitsA screenshot is a new image, not a copy. Here is what it removes and why detectors get it wrong in both directions.
ComparisonOne finds where an image was published. The other measures whether the file looks camera-native.
LimitsFalse positives and false negatives are routine. A single score should never be treated as final proof.
ProvenanceA valid manifest tells you the file history. It does not tell you whether the depicted event happened.
Start with a small upload flow, review the report, and decide where manual escalation belongs in your workflow.